Hackathon Entry for "Measureme up!" hosted by snap2measure
Eliminating sizing guesswork and reducing fashion return waste through AI-powered body measurement.
Online fashion shopping has a major hidden environmental cost: up to 40% of apparel bought online is returned, mostly due to poor sizing. Millions of returned items end up in landfills or generate unnecessary transit carbon emissions.
FitPrint solves this by creating a seamless, frictionless virtual fitting experience. Using the SnapMeasure API, users generate an accurate digital body profile from a quick scan or photo. FitPrint then overlays these measurements against garment size charts to provide a visual fit breakdown, fit confidence score, and estimated environmental savings.
- ⚡ Instant SnapMeasure Scanning: Seamlessly calls the SnapMeasure API to extract key body metrics (chest, waist, hips, inseam, shoulder width).
- 👤 Digital Fit Profile: Persistent, privacy-first local storage of your body dimensions for one-click fit checks across shops.
- 🎯 Garment Compatibility Engine: Compares user metrics against real clothing size charts (S, M, L, XL) and provides precise size recommendations.
- 📊 Visual Fit Heatmap: Identifies tight, loose, or ideal zones on garments before you buy.
-
🌱 Sustainability Impact Counter: Quantifies saved
$CO_2$ emissions and packaging waste by preventing returns.
- Frontend: React / Next.js (App Router), Tailwind CSS, Framer Motion
- API Integration: SnapMeasure API (Server-side API routes)
- Icons & UI: Lucide React, Shadcn UI
- State Management: LocalStorage / React Context
FitPrint integrates the SnapMeasure API via a secure backend route wrapper (/api/snapmeasure).
[ User Image / Scan ]
│
▼
[ /api/snapmeasure (Next.js Server Action) ]
│
▼ (Secure API Request with Auth Header)
[ SnapMeasure API Endpoint ]
│
▼
[ Parsed Body Metrics JSON ] ──> [ Fit Profile Dashboard & Comparison Engine ]
This is a Next.js project bootstrapped with create-next-app.
First, run the development server:
npm run dev
# or
yarn dev
# or
pnpm dev
# or
bun devOpen http://localhost:3000 with your browser to see the result.
You can start editing the page by modifying app/page.tsx. The page auto-updates as you edit the file.